During the hackathon, some notable challenges included refining the accuracy of our deepfake detection algorithm, addressing resource constraints for real-time processing, and ensuring seamless integration of the detection mechanism into the video platform. Additionally, we encountered dependency errors that posed challenges during the hackathon, necessitating thorough debugging and meticulous resolution of software dependencies to ensure a smooth and error-free integration of the deepfake detection system into the video platform.